Methodology and technology in the analysis of COVID vaccination media news

Main Article Content

Diego Díaz Córdova
Yamila Comes
Mariana Specogna
Marina Gabriela Zunino
María José Luzuriaga

Abstract

The COVID19 pandemic posed an unprecedented challenge to humanity. This situation required the implementation of drastic measures such as compulsory isolation, and led to an accelerated race to develop and apply vaccines in order to keep the pandemic under control. In Argentina, the implementation of state mass vaccination programs allowed millions of people to have access to the drug and thus save their lives. However, the vaccination program and the vaccines themselves were not free from controversy and mistrust which, in light of the severity of the disease, became a concern. Within this framework, funded by the Ministry of Health of Argentina through the Salud Investiga 2022 grants, the research project “Hesitancy (insecurity) in vaccination against COVID-19 in the Province of Buenos Aires 2020–2021” was conducted, of which this article is part. One of the project goals was to record and analyze the treatment given by the Argentine mass media to the issue of the vaccination campaign. In this case, the approach consisted basically in searching, finding and analyzing all the news about “vaccines” in the main newspapers of the country, with the aim of identifying themes, conceptual networks and main ideas, and thus being able to establish a criterion for evaluating the news. More than 2000 news items published between January 2021 and December 2021 in the most read newspapers in the country were analyzed. Among the main findings, the amount of news was not constant throughout the year but increased at the pace of the pandemic, moments in which the centrality of the government became prominent; it was observed that the vaccine was used as a political artifact, highlighting in some cases the nationality of its origin, while in other cases the laboratory was mentioned; it was also noted that in general the news about vaccines published by the newspapers had a negative tone, distrusting both their effectiveness and the conditions for obtaining them.

Downloads

Download data is not yet available.

Article Details

How to Cite
Díaz Córdova, D., Comes, Y., Specogna, M., Zunino, M. G., & Luzuriaga, M. J. (2023). Methodology and technology in the analysis of COVID vaccination media news. Revista Latinoamericana De Metodología De Las Ciencias Sociales (ReLMeCS), 13(1), e126. https://doi.org/10.24215/18537863e126
Section
Artículos

References

Aruguete, N. (2017). Agenda Setting y Framing: un debate teórico inconcluso. Más Poder Local, 30, 36-42.

Camargo, B. V. y Justo, A. M. (2013). IRAMUTEQ: Um software gratuito para análise de dados textuais. Temas em Psicologia, 21(2), 513–518. https://doi.org/10.9788/TP2013.2-16 DOI: https://doi.org/10.9788/TP2013.2-16

Catanese, S. A., De Meo, P., Ferrara, E., Fiumara, G. y Provetti, A. (2011). Crawling Facebook for social network analysis purposes. Proceedings of the International Conference on Web Intelligence, Mining and Semantics – WIMS, 11. https://doi.org/10.1145/1988688.1988749 DOI: https://doi.org/10.1145/1988688.1988749

Dijk, T. A. van (2003). Ideología y discurso: Una introducción multidisciplinaria. Barcelona: Ariel.

Durkheim, É. (2005). Las reglas del método sociológico. Madrid: Biblioteca Nueva. http://www.digitaliapublishing.com/a/5181

González-Block, M. Á., Gutiérrez-Calderón, E., Pelcastre-Villafuerte, B. E., Arroyo-Laguna, J., Comes, Y., Crocco, P., Fachel-Leal, A., Noboa, L., Riva-Knauth, D., Rodríguez-Zea, B., Ruoti, M., Sarti, E. y Puentes-Rosas, E. (2020). Influenza vaccination hesitancy in five countries of South America. Confidence, complacency and convenience as determinants of immunization rates. PLOS ONE, 15(12), e0243833. https://doi.org/10.1371/journal.pone.0243833 DOI: https://doi.org/10.1371/journal.pone.0243833

Leetaru, K. (2014). The possibility of global data sets. Journal of International Affairs, 68(1), 215–219.

Marres, N. y Weltevrede, E. (2013). Scraping the social?: Issues in live social research. Journal of Cultural Economy, 6(3), 313–335. https://doi.org/10.1080/17530350.2013.772070 DOI: https://doi.org/10.1080/17530350.2013.772070

Pant, G., Srinivasan, P. y Menczer, F. (2004). Crawling the Web. En M. Levene y A. Poulovassilis, Web Dynamics (pp. 153-177). Berlin: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-10874-1_7 DOI: https://doi.org/10.1007/978-3-662-10874-1_7

Retinaud, P. (2009). Iramuteq: Interface de R pour les Analyses Multidimensionnelles de Textes et de Questionnaires (0.7 alpha2). Recuperado de: https://www.iramuteq.org

Takeshita, T. (2006). Current Critical Problems in Agenda-Setting Research. International Journal of Public Opinion Research, 18(3), 275–296. https://doi.org/10.1093/ijpor/edh104 DOI: https://doi.org/10.1093/ijpor/edh104

Wachelke, J. (2012). Social Representations: A Review of Theory and Research from the Structural Approach. Universitas Psychologica, 11, 729–741. DOI: https://doi.org/10.11144/Javeriana.upsy11-3.srrt

Wickham, H. (2022). rvest: Easily Harvest (Scrape) Web Pages. R package version 1.0.2. Recuperado de: https://CRAN.R-project.org/package=rvest

Zhang, L., Wang, S. y Liu, B. (2018). Deep learning for sentiment analysis: A survey. WIREs Data Mining and Knowledge Discovery, 8(4). https://doi.org/10.1002/widm.1253 DOI: https://doi.org/10.1002/widm.1253